From b04aace26b2c01b47926929064187aaacaf65ea1 Mon Sep 17 00:00:00 2001
From: Smokey <150986568+jacisjake@users.noreply.github.com>
Date: Wed, 28 Oct 2026 05:37:19 -0600
Subject: [PATCH 1/2] =?UTF-8?q?test(divergence):=20red=20for=20#25=20?=
 =?UTF-8?q?=E2=80=94=20restated=20deliver=20nudged,=20distinct=20not,=20no?=
 =?UTF-8?q?=20model=20spend?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 divergence_test.go | 131 +++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 131 insertions(+)
 create mode 100644 divergence_test.go

diff --git a/divergence_test.go b/divergence_test.go
new file mode 100644
index 0000000..2f0f7be
--- /dev/null
+++ b/divergence_test.go
@@ -0,0 +1,131 @@
+package main
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+	"time"
+)
+
+// fakeNoulJev answers every question in a request with a fixed noul probability.
+func fakeNoulJev(t *testing.T, noul float64) *JevClient {
+	t.Helper()
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		var body struct {
+			Questions map[string]any `json:"questions"`
+		}
+		json.NewDecoder(r.Body).Decode(&body)
+		out := map[string]any{}
+		for q := range body.Questions {
+			out[q] = map[string]any{"type": "noul", "noul": noul}
+		}
+		json.NewEncoder(w).Encode(map[string]any{"model": "jev-1.14.0", "answers": out,
+			"usage": map[string]int{"input_tokens": 40, "output_tokens": 0}})
+	}))
+	t.Cleanup(srv.Close)
+	return &JevClient{url: srv.URL, key: "tk", model: "jev-latest", threshold: 0.7, client: srv.Client()}
+}
+
+func postDeliver(t *testing.T, ts *httptest.Server, id, author, refersTo, text string) string {
+	t.Helper()
+	code, out := post(t, ts.URL+"/api/nests/"+id+"/messages",
+		`{"author":"`+author+`","kind":"deliver","refers_to":"`+refersTo+`","text":"`+text+`"}`)
+	if code != http.StatusCreated {
+		t.Fatalf("deliver %s: %d %v", author, code, out)
+	}
+	return out["msg_id"].(string)
+}
+
+func findNudge(ts *httptest.Server, id, target string) map[string]any {
+	for _, m := range nestMessagesNoT(ts, id) {
+		if m["kind"] == "nudge" && m["refers_to"] == target {
+			return m
+		}
+	}
+	return nil
+}
+
+func nestMessagesNoT(ts *httptest.Server, id string) []map[string]any {
+	resp, err := http.Get(ts.URL + "/api/nests/" + id + "/messages")
+	if err != nil {
+		return nil
+	}
+	defer resp.Body.Close()
+	var msgs []map[string]any
+	json.NewDecoder(resp.Body).Decode(&msgs)
+	return msgs
+}
+
+func waitForNudge(ts *httptest.Server, id, target string) map[string]any {
+	deadline := time.Now().Add(2 * time.Second)
+	for {
+		if n := findNudge(ts, id, target); n != nil {
+			return n
+		}
+		if time.Now().After(deadline) {
+			return nil
+		}
+		time.Sleep(10 * time.Millisecond)
+	}
+}
+
+func TestRestatementGetsNudge(t *testing.T) {
+	ts, s := newTestNestServer(t)
+	s.p.Flock.SetClassifier(fakeNoulJev(t, 0.8)) // above band 0.7
+	id := newNest(t, ts, "Lab", `"Hugin","Munin"`)
+	r := postRequest(t, ts, id, "conspiracy", "is this risky")
+	postDeliver(t, ts, id, "Hugin", r, "ship it")
+	d2 := postDeliver(t, ts, id, "Munin", r, "also ship it")
+
+	n := waitForNudge(ts, id, d2)
+	if n == nil {
+		t.Fatalf("restated deliver must get a nudge, log: %+v", s.msgs.All(id))
+	}
+	if n["to"] != "Munin" || n["author"] != "harness" {
+		t.Fatalf("nudge must address the restating crow from the harness, got %v", n)
+	}
+	if !containsMsg(s.msgs.All(id), d2) {
+		t.Fatal("the restated deliver itself must stay in the log")
+	}
+}
+
+func TestDistinctDeliversNoNudge(t *testing.T) {
+	ts, s := newTestNestServer(t)
+	s.p.Flock.SetClassifier(fakeNoulJev(t, 0.2)) // below band
+	id := newNest(t, ts, "Lab", `"Hugin","Munin"`)
+	r := postRequest(t, ts, id, "conspiracy", "is this risky")
+	postDeliver(t, ts, id, "Hugin", r, "ship it")
+	d2 := postDeliver(t, ts, id, "Munin", r, "wait for the audit")
+	time.Sleep(300 * time.Millisecond)
+	if n := findNudge(ts, id, d2); n != nil {
+		t.Fatalf("a distinct deliver must not be nudged, got %v", n)
+	}
+}
+
+func TestNudgeSpendsNoModelTokens(t *testing.T) {
+	ts, s := newTestNestServer(t)
+	s.p.Flock.SetClassifier(fakeNoulJev(t, 0.8))
+	id := newNest(t, ts, "Lab", `"Hugin","Munin"`)
+	r := postRequest(t, ts, id, "conspiracy", "is this risky")
+	postDeliver(t, ts, id, "Hugin", r, "ship it")
+
+	d2, err := s.msgs.Append(Message{NestID: id, Kind: "deliver", Author: "Munin", Text: "ship", RefersTo: r, Timestamp: time.Now().UTC().Format(time.RFC3339)})
+	if err != nil {
+		t.Fatal(err)
+	}
+	b := &Budget{name: "nest", limit: 1}
+	s.checkDivergence(nestOf(s, id), d2, b)
+	if b.Spent() != 0 {
+		t.Fatalf("a review nudge must spend no model tokens, spent=%d", b.Spent())
+	}
+}
+
+func containsMsg(msgs []Message, msgID string) bool {
+	for _, m := range msgs {
+		if m.MsgID() == msgID {
+			return true
+		}
+	}
+	return false
+}
-- 
2.54.0


From dfe50da320eaa60bf0283d0bb0a221bb2e4c5831 Mon Sep 17 00:00:00 2001
From: Smokey <150986568+jacisjake@users.noreply.github.com>
Date: Wed, 28 Oct 2026 05:37:19 -0600
Subject: [PATCH 2/2] feat(divergence): Jev noul restatement check -> harness
 review nudge (#25)

---
 jev.go     | 55 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
 nestapi.go | 40 +++++++++++++++++++++++++++++++++++++++
 nestlog.go | 26 ++++++++++++++++++++++++++
 3 files changed, 121 insertions(+)

diff --git a/jev.go b/jev.go
index 0f4b2d7..ea7343d 100644
--- a/jev.go
+++ b/jev.go
@@ -252,6 +252,61 @@ func (j *JevClient) ClassifyKind(ctx context.Context, text string) (string, map[
 	return a.Choice, a.Probabilities, true
 }
 
+// divergenceQuestions asks whether a message restates an earlier point. It is
+// a noul: JEV_STRATEGIES strategy 3 (crisp yes/no) and noul has no confidence,
+// so the probability itself is thresholded (band = threshold).
+var divergenceQuestions = map[string]any{
+	"restates_earlier": map[string]any{
+		"type":         "noul",
+		"instructions": "Does `this` make a point already made in `earlier`, adding no new angle?",
+		"criteria": map[string]string{
+			"true":  "It repeats an earlier point without a genuinely new angle.",
+			"false": "It adds something different from what `earlier` already said.",
+		},
+	},
+}
+
+// ClassifyDivergence returns the probability that a message restates earlier
+// ones, and ok when a value came back (noul always carries one; ok is false
+// only on transport error or a missing answer).
+func (j *JevClient) ClassifyDivergence(ctx context.Context, state any) (float64, bool) {
+	if j == nil {
+		return 0, false
+	}
+	answers, _, _, err := j.SystemOne(ctx, state, divergenceQuestions)
+	if err != nil {
+		return 0, false
+	}
+	a := answers["restates_earlier"]
+	if a.Noul == nil {
+		return 0, false
+	}
+	return *a.Noul, true
+}
+
+// ClassifyDivergence runs the restatement check under the flock guardrails
+// (cap, timeout, flight log with the probability recorded).
+func (f *Flock) ClassifyDivergence(ctx context.Context, state any, budgets ...*Budget) (float64, bool) {
+	if f.jev == nil {
+		return 0, false
+	}
+	for _, b := range budgets {
+		if err := b.Check(); err != nil {
+			return 0, false
+		}
+	}
+	f.sem <- struct{}{}
+	defer func() { <-f.sem }()
+	cctx, cancel := context.WithTimeout(ctx, f.g.CrowTimeout)
+	defer cancel()
+	start := time.Now()
+	p, ok := f.jev.ClassifyDivergence(cctx, state)
+	if f.log != nil {
+		f.log.Write(Event{Kind: "divergence", Crow: "Sentry", Model: f.jev.model, Ms: time.Since(start).Milliseconds(), Prob: map[string]float64{"restates_earlier": p}, Note: fmt.Sprint(ok && p >= f.jev.threshold)})
+	}
+	return p, ok
+}
+
 // ClassifyKind tags a nest message under the same guardrails as any call:
 // flock cap, timeout and flight log, with the probabilities recorded.
 func (f *Flock) ClassifyKind(ctx context.Context, text string, budgets ...*Budget) (string, map[string]float64, bool) {
diff --git a/nestapi.go b/nestapi.go
index 8affd54..5229393 100644
--- a/nestapi.go
+++ b/nestapi.go
@@ -184,6 +184,10 @@ func (s *Server) postNestMessage(w http.ResponseWriter, r *http.Request) {
 		}
 	}
 
+	if kind == "deliver" {
+		go s.checkDivergence(nest, record)
+	}
+
 	writeJSON(w, http.StatusCreated, nestRecord(record))
 }
 
@@ -298,6 +302,42 @@ func (s *Server) respondOne(nest Nest, req Message, crow string, lens bool) {
 	}
 	if record, err := s.msgs.Append(reply); err == nil {
 		s.emitNestMessage(record)
+		if record.Kind == "deliver" {
+			s.checkDivergence(nest, record)
+		}
+	}
+}
+
+// checkDivergence asks Jev whether this deliver restates earlier delivers that
+// answer the same request. Above the band the crow gets a review nudge; the
+// deliver itself stays in the log (nudges never silence).
+func (s *Server) checkDivergence(nest Nest, m Message, budgets ...*Budget) {
+	if m.Kind != "deliver" {
+		return
+	}
+	earlier := s.msgs.EarlierDelivers(nest.ID, m.RefersTo, m.ID)
+	if len(earlier) == 0 {
+		return
+	}
+	if _, nudged := s.msgs.NudgeFor(nest.ID, m.MsgID()); nudged {
+		return // one nudge per deliver; no loop
+	}
+	prob, ok := s.p.Flock.ClassifyDivergence(s.ctx, map[string]any{"this": m.Text, "earlier": earlier}, budgets...)
+	if !ok || prob < s.p.Flock.jev.threshold {
+		return
+	}
+	nudge := Message{
+		NestID:    nest.ID,
+		Kind:      "nudge",
+		Author:    "harness",
+		Text:      "This reads like a point already made in the thread; review the earlier delivers and add your distinct angle or let it rest.",
+		To:        m.Author,
+		RefersTo:  m.MsgID(),
+		TaggedBy:  "harness",
+		Timestamp: time.Now().UTC().Format(time.RFC3339),
+	}
+	if record, err := s.msgs.Append(nudge); err == nil {
+		s.emitNestMessage(record)
 	}
 }
 
diff --git a/nestlog.go b/nestlog.go
index 82ea705..a06070f 100644
--- a/nestlog.go
+++ b/nestlog.go
@@ -132,6 +132,32 @@ func (s *MessageStore) FirstClaim(nestID, referentID string) (string, bool) {
 	return "", false
 }
 
+// EarlierDelivers returns the texts of deliver messages answering the same
+// referent, oldest first, excluding the one with id excludeID.
+func (s *MessageStore) EarlierDelivers(nestID, referentID string, excludeID int) []string {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	var out []string
+	for _, m := range s.log[nestID] {
+		if m.Kind == "deliver" && m.RefersTo == referentID && m.ID != excludeID {
+			out = append(out, m.Text)
+		}
+	}
+	return out
+}
+
+// NudgeFor reports whether a nudge already references a given message.
+func (s *MessageStore) NudgeFor(nestID, targetMsgID string) (Message, bool) {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	for _, m := range s.log[nestID] {
+		if m.Kind == "nudge" && m.RefersTo == targetMsgID {
+			return m, true
+		}
+	}
+	return Message{}, false
+}
+
 func (s *MessageStore) save(nestID string) error {
 	if err := os.MkdirAll(s.dir, 0o755); err != nil {
 		return err
-- 
2.54.0